# Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (the # "License"); you may not use this file except in compliance # with the License. You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, # software distributed under the License is distributed on an # "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY # KIND, either express or implied. See the License for the # specific language governing permissions and limitations # under the License. module RawRecordsSparseUnionArrayTests def build_schema(type, type_codes) field_description = {} if type.is_a?(Hash) field_description = field_description.merge(type) else field_description[:type] = type end { column: { type: :sparse_union, fields: [ field_description.merge(name: "0"), field_description.merge(name: "1"), ], type_codes: type_codes, }, } end # TODO: Use Arrow::RecordBatch.new(build_schema(type, type_codes), records) def build_record_batch(type, records) type_codes = [0, 1] schema = Arrow::Schema.new(build_schema(type, type_codes)) type_ids = [] arrays = schema.fields[0].data_type.fields.collect do |field| sub_schema = Arrow::Schema.new([field]) sub_records = records.collect do |record| [record[0].nil? ? nil : record[0][field.name]] end sub_record_batch = Arrow::RecordBatch.new(sub_schema, sub_records) sub_record_batch.columns[0].data end records.each do |record| column = record[0] if column.nil? type_ids << nil elsif column.key?("0") type_ids << type_codes[0] elsif column.key?("1") type_ids << type_codes[1] end end union_array = Arrow::SparseUnionArray.new(schema.fields[0].data_type, Arrow::Int8Array.new(type_ids), arrays) schema = Arrow::Schema.new(column: union_array.value_data_type) Arrow::RecordBatch.new(schema, records.size, [union_array]) end def test_null records = [ [{"0" => nil}], [nil], ] target = build(:null, records) assert_equal(records, target.raw_records) end def test_boolean records = [ [{"0" => true}], [nil], [{"1" => nil}], ] target = build(:boolean, records) assert_equal(records, target.raw_records) end def test_int8 records = [ [{"0" => -(2 ** 7)}], [nil], [{"1" => nil}], ] target = build(:int8, records) assert_equal(records, target.raw_records) end def test_uint8 records = [ [{"0" => (2 ** 8) - 1}], [nil], [{"1" => nil}], ] target = build(:uint8, records) assert_equal(records, target.raw_records) end def test_int16 records = [ [{"0" => -(2 ** 15)}], [nil], [{"1" => nil}], ] target = build(:int16, records) assert_equal(records, target.raw_records) end def test_uint16 records = [ [{"0" => (2 ** 16) - 1}], [nil], [{"1" => nil}], ] target = build(:uint16, records) assert_equal(records, target.raw_records) end def test_int32 records = [ [{"0" => -(2 ** 31)}], [nil], [{"1" => nil}], ] target = build(:int32, records) assert_equal(records, target.raw_records) end def test_uint32 records = [ [{"0" => (2 ** 32) - 1}], [nil], [{"1" => nil}], ] target = build(:uint32, records) assert_equal(records, target.raw_records) end def test_int64 records = [ [{"0" => -(2 ** 63)}], [nil], [{"1" => nil}], ] target = build(:int64, records) assert_equal(records, target.raw_records) end def test_uint64 records = [ [{"0" => (2 ** 64) - 1}], [nil], [{"1" => nil}], ] target = build(:uint64, records) assert_equal(records, target.raw_records) end def test_float records = [ [{"0" => -1.0}], [nil], [{"1" => nil}], ] target = build(:float, records) assert_equal(records, target.raw_records) end def test_double records = [ [{"0" => -1.0}], [nil], [{"1" => nil}], ] target = build(:double, records) assert_equal(records, target.raw_records) end def test_binary records = [ [{"0" => "\xff".b}], [nil], [{"1" => nil}], ] target = build(:binary, records) assert_equal(records, target.raw_records) end def test_string records = [ [{"0" => "Ruby"}], [nil], [{"1" => nil}], ] target = build(:string, records) assert_equal(records, target.raw_records) end def test_date32 records = [ [{"0" => Date.new(1960, 1, 1)}], [nil], [{"1" => nil}], ] target = build(:date32, records) assert_equal(records, target.raw_records) end def test_date64 records = [ [{"0" => DateTime.new(1960, 1, 1, 2, 9, 30)}], [nil], [{"1" => nil}], ] target = build(:date64, records) assert_equal(records, target.raw_records) end def test_timestamp_second records = [ [{"0" => Time.parse("1960-01-01T02:09:30Z")}], [nil], [{"1" => nil}], ] target = build({ type: :timestamp, unit: :second, }, records) assert_equal(records, target.raw_records) end def test_timestamp_milli records = [ [{"0" => Time.parse("1960-01-01T02:09:30.123Z")}], [nil], [{"1" => nil}], ] target = build({ type: :timestamp, unit: :milli, }, records) assert_equal(records, target.raw_records) end def test_timestamp_micro records = [ [{"0" => Time.parse("1960-01-01T02:09:30.123456Z")}], [nil], [{"1" => nil}], ] target = build({ type: :timestamp, unit: :micro, }, records) assert_equal(records, target.raw_records) end def test_timestamp_nano records = [ [{"0" => Time.parse("1960-01-01T02:09:30.123456789Z")}], [nil], [{"1" => nil}], ] target = build({ type: :timestamp, unit: :nano, }, records) assert_equal(records, target.raw_records) end def test_time32_second unit = Arrow::TimeUnit::SECOND records = [ # 00:10:00 [{"0" => Arrow::Time.new(unit, 60 * 10)}], [nil], [{"1" => nil}], ] target = build({ type: :time32, unit: :second, }, records) assert_equal(records, target.raw_records) end def test_time32_milli unit = Arrow::TimeUnit::MILLI records = [ # 00:10:00.123 [{"0" => Arrow::Time.new(unit, (60 * 10) * 1000 + 123)}], [nil], [{"1" => nil}], ] target = build({ type: :time32, unit: :milli, }, records) assert_equal(records, target.raw_records) end def test_time64_micro unit = Arrow::TimeUnit::MICRO records = [ # 00:10:00.123456 [{"0" => Arrow::Time.new(unit, (60 * 10) * 1_000_000 + 123_456)}], [nil], [{"1" => nil}], ] target = build({ type: :time64, unit: :micro, }, records) assert_equal(records, target.raw_records) end def test_time64_nano unit = Arrow::TimeUnit::NANO records = [ # 00:10:00.123456789 [{"0" => Arrow::Time.new(unit, (60 * 10) * 1_000_000_000 + 123_456_789)}], [nil], [{"1" => nil}], ] target = build({ type: :time64, unit: :nano, }, records) assert_equal(records, target.raw_records) end def test_decimal128 records = [ [{"0" => BigDecimal("92.92")}], [nil], [{"1" => nil}], ] target = build({ type: :decimal128, precision: 8, scale: 2, }, records) assert_equal(records, target.raw_records) end def test_list records = [ [{"0" => [true, nil, false]}], [nil], [{"1" => nil}], ] target = build({ type: :list, field: { name: :sub_element, type: :boolean, }, }, records) assert_equal(records, target.raw_records) end def test_struct records = [ [{"0" => {"sub_field" => true}}], [nil], [{"1" => nil}], [{"0" => {"sub_field" => nil}}], ] target = build({ type: :struct, fields: [ { name: :sub_field, type: :boolean, }, ], }, records) assert_equal(records, target.raw_records) end def test_sparse_union omit("Need to add support for SparseUnionArrayBuilder") records = [ [{"0" => {"field1" => true}}], [nil], [{"1" => nil}], [{"0" => {"field2" => nil}}], ] target = build({ type: :sparse_union, fields: [ { name: :field1, type: :boolean, }, { name: :field2, type: :uint8, }, ], type_codes: [0, 1], }, records) assert_equal(records, target.raw_records) end def test_dense_union omit("Need to add support for DenseUnionArrayBuilder") records = [ [{"0" => {"field1" => true}}], [nil], [{"1" => nil}], [{"0" => {"field2" => nil}}], ] target = build({ type: :dense_union, fields: [ { name: :field1, type: :boolean, }, { name: :field2, type: :uint8, }, ], type_codes: [0, 1], }, records) assert_equal(records, target.raw_records) end def test_dictionary omit("Need to add support for DictionaryArrayBuilder") records = [ [{"0" => "Ruby"}], [nil], [{"1" => nil}], [{"0" => "GLib"}], ] dictionary = Arrow::StringArray.new(["GLib", "Ruby"]) target = build({ type: :dictionary, index_data_type: :int8, dictionary: dictionary, ordered: true, }, records) assert_equal(records, target.raw_records) end end class RawRecordsRecordBatchSparseUnionArrayTest < Test::Unit::TestCase include RawRecordsSparseUnionArrayTests def build(type, records) build_record_batch(type, records) end end class RawRecordsTableSparseUnionArrayTest < Test::Unit::TestCase include RawRecordsSparseUnionArrayTests def build(type, records) build_record_batch(type, records).to_table end end